A new 10,000-GPU cluster in China signals a push to bypass hardware restrictions. NVIDIA also demonstrated a crude self-improvement loop for robotics to refine real-world physical tasks. These developments highlight a widening gap between software capabilities and available compute. Practitioners should monitor how these clusters impact model training speeds and accessibility.